LLM Core AI

EdgeBox-Nova LLM

EdgeBox-Nova is a consultative communications platform that combines cross-domain conversational AI agents with real-time bidirectional translation to directly connect buyers with Korean brands.

Get Started

Please contact us below for pilot partner participation or demo requests.

Architecture Overview

Public-safe summary of core building blocks.

  • Agent Orchestration: Goal-oriented dialogue LLM combined with RAG to ground answers on product and policy knowledge.
  • Realtime Translation Pipeline: STT→T2T→TTS for bidirectional voice translation, integrated with browser WebRTC.
  • Data Flywheel (Opt-in): Conversation transcripts/summaries improve quality with explicit consent and retention policies.
  • Trust & Reliability: Streaming, retries, and backoff patterns to maintain low latency and resilience.

Hyper-Personalized Recommendations

AI agents that understand long-form natural language queries and context suggest products and routines tailored to goals and constraints.

Real-time Video & Translation for Trust Building

Korean sellers and buyers engage in deep Q&A through real-time video conversations, with STT→T2T→TTS pipeline targeting sub-2-second latency to eliminate language barriers.

Verified Curation

Rigorous seller screening ensures authenticity, safety, and efficacy, providing a premium purchasing experience.

Nova Visuals

Explore real-time translation pipelines and agent orchestration through images.

RAG Retrieval Flow
Data Flow 1
Global Network 2
Vector Field Ribbons 1
Multilingual Blend 1
Edge Device Swarm 2

Why Now

The era of agentic commerce—where autonomous AI agents lead transactions—has arrived. On-premise LLM infrastructure that reduces cloud dependency while maximizing data security and processing speed is the key competitive advantage.

Technical Differentiators

  • Goal-oriented dialogue optimized agents + RAG
  • Real-time bidirectional voice translation pipeline (STT→T2T→TTS)
  • Data flywheel for model improvement based on consultation data
EdgeBox-Nova LLM — Product Overview